Applied Generative AI for AI Developers
| Tool | Scope | Focus Areas |
|---|---|---|
| NVIDIA MLPerf | Training & Inference benchmarks across ML tasks | Standardized for GPUs, CPUs, AI accelerators |
| Ray LLMPerf | LLM-Specific Load Testing | Measures scalability, latency, and output correctness |
| FMBench | Foundation Model Benchmarking on AWS | Supports cost, latency, throughput, and LLM-based evaluations |
ml.g5.12xlarge) had lower latency.